{"id":"W2065974229","doi":"10.1118/1.4888333","title":"SU‐E‐T‐04: 3D Printed Patient‐Specific Surface Mould Applicators for Brachytherapy Treatment of Superficial Lesions","year":2014,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care South East; Kingston General Hospital; Queen's University","funders":"","keywords":"Imaging phantom; Stereolithography; 3d printed; Brachytherapy; 3d printer; Biomedical engineering; Materials science; 3D printing; Catheter; Fiducial marker; Computer science; Engineering drawing; Mechanical engineering; Nuclear medicine; Surgery; Medicine; Computer vision; Engineering; Composite material; Radiation therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004371716,0.0003280212,0.0002272628,0.000320816,0.0000993154,0.0003357777,0.0003789499,0.0004331723,0.002653901],"category_scores_gemma":[0.0008284359,0.0002701006,0.0004690004,0.0001793362,0.0002451118,0.0002206095,0.0002305612,0.0002959723,0.0007415547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854854,"about_ca_system_score_gemma":0.000307458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003260314,"about_ca_topic_score_gemma":0.0005722026,"domain_scores_codex":[0.9997756,0.00002784862,0.00001444236,0.00003837722,0.0001224302,0.00002132684],"domain_scores_gemma":[0.9996243,0.0001125592,0.00007206816,0.00008402408,0.00007397427,0.00003302348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002170985,0.00006756694,0.002121875,0.0002914143,0.0000306749,0.0002166001,0.0001054244,0.007865131,0.9321154,0.0005511519,0.001352491,0.05506522],"study_design_scores_gemma":[0.00005007574,0.001022371,0.01043009,0.00001724384,0.00005318876,0.002594892,0.00001845201,0.02809905,0.9418494,0.0001493482,0.0156553,0.00006047123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5435975,0.001391931,0.4397752,0.0001732512,0.0001730095,0.0003393747,0.000814742,0.006342438,0.007392544],"genre_scores_gemma":[0.7347105,0.0004129074,0.2584674,0.00007498867,0.00002481563,0.0001419967,0.000391551,0.0005776123,0.005198253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002653901,"threshold_uncertainty_score":0.008878171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539515713639943,"score_gpt":0.2902295681556951,"score_spread":0.2748344110192956,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}